Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 366 |
| Missing cells | 47 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 63.0 KiB |
| Average record size in memory | 176.3 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 3 |
| Boolean | 2 |
MinTemp is highly overall correlated with MaxTemp and 4 other fields | High correlation |
MaxTemp is highly overall correlated with MinTemp and 4 other fields | High correlation |
Rainfall is highly overall correlated with RainToday | High correlation |
Evaporation is highly overall correlated with MinTemp and 4 other fields | High correlation |
Sunshine is highly overall correlated with Humidity9am and 3 other fields | High correlation |
WindGustSpeed is highly overall correlated with WindSpeed3pm and 2 other fields | High correlation |
WindSpeed3pm is highly overall correlated with WindGustSpeed | High correlation |
Humidity9am is highly overall correlated with Evaporation and 1 other fields | High correlation |
Humidity3pm is highly overall correlated with MaxTemp and 3 other fields | High correlation |
Pressure9am is highly overall correlated with MinTemp and 2 other fields | High correlation |
Pressure3pm is highly overall correlated with WindGustSpeed and 2 other fields | High correlation |
Cloud9am is highly overall correlated with Sunshine and 2 other fields | High correlation |
Cloud3pm is highly overall correlated with Sunshine and 1 other fields | High correlation |
Temp9am is highly overall correlated with MinTemp and 4 other fields | High correlation |
Temp3pm is highly overall correlated with MinTemp and 4 other fields | High correlation |
RISK_MM is highly overall correlated with RainTomorrow | High correlation |
RainToday is highly overall correlated with Rainfall | High correlation |
RainTomorrow is highly overall correlated with RISK_MM | High correlation |
WindDir9am has 31 (8.5%) missing values | Missing |
WindSpeed9am has 7 (1.9%) missing values | Missing |
Rainfall has 263 (71.9%) zeros | Zeros |
Sunshine has 10 (2.7%) zeros | Zeros |
WindSpeed9am has 24 (6.6%) zeros | Zeros |
Cloud9am has 33 (9.0%) zeros | Zeros |
Cloud3pm has 6 (1.6%) zeros | Zeros |
RISK_MM has 263 (71.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-14 15:57:13.038622 |
|---|---|
| Analysis finished | 2024-01-14 15:58:41.832659 |
| Duration | 1 minute and 28.79 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
MinTemp
Real number (ℝ)
| Distinct | 180 |
|---|---|
| Distinct (%) | 49.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2655738 |
| Minimum | -5.3 |
|---|---|
| Maximum | 20.9 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 51 |
| Negative (%) | 13.9% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | -5.3 |
|---|---|
| 5-th percentile | -2.075 |
| Q1 | 2.3 |
| median | 7.45 |
| Q3 | 12.5 |
| 95-th percentile | 16.5 |
| Maximum | 20.9 |
| Range | 26.2 |
| Interquartile range (IQR) | 10.2 |
Descriptive statistics
| Standard deviation | 6.0257998 |
|---|---|
| Coefficient of variation (CV) | 0.82936324 |
| Kurtosis | -1.1142206 |
| Mean | 7.2655738 |
| Median Absolute Deviation (MAD) | 5.15 |
| Skewness | -0.0038109052 |
| Sum | 2659.2 |
| Variance | 36.310264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 6 | 1.6% |
| 4.4 | 6 | 1.6% |
| 15.1 | 5 | 1.4% |
| 3.2 | 5 | 1.4% |
| 2.3 | 5 | 1.4% |
| 8.3 | 5 | 1.4% |
| -0.9 | 5 | 1.4% |
| 2.4 | 5 | 1.4% |
| 7.5 | 4 | 1.1% |
| 10.8 | 4 | 1.1% |
| Other values (170) | 316 |
| Value | Count | Frequency (%) |
| -5.3 | 1 | |
| -3.7 | 2 | |
| -3.5 | 2 | |
| -3.4 | 1 | |
| -3.3 | 1 | |
| -3.1 | 1 | |
| -2.9 | 1 | |
| -2.8 | 2 | |
| -2.7 | 2 | |
| -2.6 | 1 |
| Value | Count | Frequency (%) |
| 20.9 | 1 | |
| 19.9 | 1 | |
| 18.2 | 1 | |
| 18 | 1 | |
| 17.9 | 2 | |
| 17.6 | 1 | |
| 17.5 | 2 | |
| 17.2 | 2 | |
| 17.1 | 1 | |
| 17 | 1 |
MaxTemp
Real number (ℝ)
| Distinct | 187 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.550273 |
| Minimum | 7.6 |
|---|---|
| Maximum | 35.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 7.6 |
|---|---|
| 5-th percentile | 11.125 |
| Q1 | 15.025 |
| median | 19.65 |
| Q3 | 25.5 |
| 95-th percentile | 33.2 |
| Maximum | 35.8 |
| Range | 28.2 |
| Interquartile range (IQR) | 10.475 |
Descriptive statistics
| Standard deviation | 6.6905157 |
|---|---|
| Coefficient of variation (CV) | 0.32556821 |
| Kurtosis | -0.7451302 |
| Mean | 20.550273 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.35037734 |
| Sum | 7521.4 |
| Variance | 44.763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.8 | 5 | 1.4% |
| 20.9 | 5 | 1.4% |
| 12.2 | 5 | 1.4% |
| 15.5 | 5 | 1.4% |
| 11.6 | 5 | 1.4% |
| 14.7 | 5 | 1.4% |
| 14.1 | 5 | 1.4% |
| 18.5 | 5 | 1.4% |
| 18 | 5 | 1.4% |
| 18.9 | 5 | 1.4% |
| Other values (177) | 316 |
| Value | Count | Frequency (%) |
| 7.6 | 1 | |
| 8.4 | 1 | |
| 8.7 | 1 | |
| 8.8 | 1 | |
| 9.3 | 1 | |
| 9.5 | 1 | |
| 9.6 | 1 | |
| 9.7 | 2 | |
| 10.4 | 1 | |
| 10.6 | 1 |
| Value | Count | Frequency (%) |
| 35.8 | 1 | 0.3% |
| 35.7 | 1 | 0.3% |
| 35.2 | 1 | 0.3% |
| 35 | 2 | |
| 34.9 | 1 | 0.3% |
| 34.7 | 1 | 0.3% |
| 34.2 | 2 | |
| 34.1 | 1 | 0.3% |
| 33.9 | 2 | |
| 33.8 | 3 |
Rainfall
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 47 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4284153 |
| Minimum | 0 |
|---|---|
| Maximum | 39.8 |
| Zeros | 263 |
| Zeros (%) | 71.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 8.8 |
| Maximum | 39.8 |
| Range | 39.8 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 4.2257996 |
|---|---|
| Coefficient of variation (CV) | 2.958383 |
| Kurtosis | 26.78095 |
| Mean | 1.4284153 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5901625 |
| Sum | 522.8 |
| Variance | 17.857382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 263 | |
| 0.2 | 17 | 4.6% |
| 0.6 | 6 | 1.6% |
| 0.8 | 5 | 1.4% |
| 0.4 | 5 | 1.4% |
| 1 | 4 | 1.1% |
| 6.6 | 3 | 0.8% |
| 1.8 | 3 | 0.8% |
| 5.2 | 3 | 0.8% |
| 4.8 | 3 | 0.8% |
| Other values (37) | 54 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 263 | |
| 0.2 | 17 | 4.6% |
| 0.4 | 5 | 1.4% |
| 0.6 | 6 | 1.6% |
| 0.8 | 5 | 1.4% |
| 1 | 4 | 1.1% |
| 1.2 | 3 | 0.8% |
| 1.4 | 2 | 0.5% |
| 1.6 | 2 | 0.5% |
| 1.8 | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 39.8 | 1 | |
| 25.8 | 1 | |
| 22.6 | 1 | |
| 19.8 | 1 | |
| 19.2 | 1 | |
| 18.8 | 1 | |
| 17.4 | 2 | |
| 16.8 | 1 | |
| 16.2 | 2 | |
| 14.4 | 1 |
Evaporation
Real number (ℝ)
| Distinct | 55 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5218579 |
| Minimum | 0.2 |
|---|---|
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 2.2 |
| median | 4.2 |
| Q3 | 6.4 |
| 95-th percentile | 9.4 |
| Maximum | 13.8 |
| Range | 13.6 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 2.6693825 |
|---|---|
| Coefficient of variation (CV) | 0.59032871 |
| Kurtosis | -0.17953991 |
| Mean | 4.5218579 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.66365817 |
| Sum | 1655 |
| Variance | 7.1256031 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.2 | 21 | 5.7% |
| 2.8 | 19 | 5.2% |
| 1.4 | 15 | 4.1% |
| 1.8 | 14 | 3.8% |
| 2.6 | 14 | 3.8% |
| 1.6 | 13 | 3.6% |
| 6.6 | 13 | 3.6% |
| 3.4 | 12 | 3.3% |
| 4.4 | 11 | 3.0% |
| 2.4 | 11 | 3.0% |
| Other values (45) | 223 |
| Value | Count | Frequency (%) |
| 0.2 | 2 | 0.5% |
| 0.6 | 5 | 1.4% |
| 0.8 | 4 | 1.1% |
| 1 | 3 | 0.8% |
| 1.2 | 8 | 2.2% |
| 1.4 | 15 | |
| 1.6 | 13 | |
| 1.8 | 14 | |
| 2 | 10 | |
| 2.2 | 21 |
| Value | Count | Frequency (%) |
| 13.8 | 1 | 0.3% |
| 12.6 | 1 | 0.3% |
| 12.4 | 1 | 0.3% |
| 11.6 | 1 | 0.3% |
| 11.4 | 1 | 0.3% |
| 10.4 | 4 | |
| 10.2 | 1 | 0.3% |
| 10 | 3 | |
| 9.6 | 4 | |
| 9.4 | 5 |
Sunshine
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 114 |
|---|---|
| Distinct (%) | 31.4% |
| Missing | 3 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9093664 |
| Minimum | 0 |
|---|---|
| Maximum | 13.6 |
| Zeros | 10 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 5.95 |
| median | 8.6 |
| Q3 | 10.5 |
| 95-th percentile | 12.6 |
| Maximum | 13.6 |
| Range | 13.6 |
| Interquartile range (IQR) | 4.55 |
Descriptive statistics
| Standard deviation | 3.4815172 |
|---|---|
| Coefficient of variation (CV) | 0.44017649 |
| Kurtosis | -0.24236655 |
| Mean | 7.9093664 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | -0.72947197 |
| Sum | 2871.1 |
| Variance | 12.120962 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | 2.7% |
| 8.4 | 8 | 2.2% |
| 8.1 | 8 | 2.2% |
| 8.9 | 8 | 2.2% |
| 9.4 | 7 | 1.9% |
| 5.6 | 7 | 1.9% |
| 11 | 7 | 1.9% |
| 8.2 | 6 | 1.6% |
| 10.8 | 6 | 1.6% |
| 9.9 | 6 | 1.6% |
| Other values (104) | 290 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 0.1 | 1 | 0.3% |
| 0.2 | 2 | 0.5% |
| 0.3 | 1 | 0.3% |
| 0.4 | 2 | 0.5% |
| 0.5 | 2 | 0.5% |
| 0.6 | 3 | 0.8% |
| 0.7 | 1 | 0.3% |
| 0.8 | 3 | 0.8% |
| 0.9 | 2 | 0.5% |
| Value | Count | Frequency (%) |
| 13.6 | 2 | |
| 13.5 | 1 | 0.3% |
| 13.3 | 1 | 0.3% |
| 13.2 | 2 | |
| 13.1 | 1 | 0.3% |
| 13 | 4 | |
| 12.8 | 2 | |
| 12.7 | 3 | |
| 12.6 | 4 | |
| 12.5 | 2 |
WindGustDir
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 3 |
| Missing (%) | 0.8% |
| Memory size | 3.0 KiB |
| NW | |
|---|---|
| NNW | |
| E | |
| WNW | |
| ENE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.1625344 |
| Min length | 1 |
Characters and Unicode
| Total characters | 785 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NW |
|---|---|
| 2nd row | ENE |
| 3rd row | NW |
| 4th row | NW |
| 5th row | SSE |
Common Values
| Value | Count | Frequency (%) |
| NW | 73 | |
| NNW | 44 | |
| E | 37 | |
| WNW | 35 | |
| ENE | 30 | |
| ESE | 23 | 6.3% |
| S | 22 | 6.0% |
| N | 21 | 5.7% |
| W | 20 | 5.5% |
| NE | 16 | 4.4% |
| Other values (6) | 42 |
Length
| Value | Count | Frequency (%) |
| nw | 73 | |
| nnw | 44 | |
| e | 37 | |
| wnw | 35 | |
| ene | 30 | |
| ese | 23 | 6.3% |
| s | 22 | 6.1% |
| n | 21 | 5.8% |
| w | 20 | 5.5% |
| ne | 16 | 4.4% |
| Other values (6) | 42 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 279 | |
| W | 219 | |
| E | 191 | |
| S | 96 | 12.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 785 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 279 | |
| W | 219 | |
| E | 191 | |
| S | 96 | 12.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 785 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 279 | |
| W | 219 | |
| E | 191 | |
| S | 96 | 12.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 785 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 279 | |
| W | 219 | |
| E | 191 | |
| S | 96 | 12.2% |
WindGustSpeed
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.840659 |
| Minimum | 13 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 31 |
| median | 39 |
| Q3 | 46 |
| 95-th percentile | 65 |
| Maximum | 98 |
| Range | 85 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 13.059807 |
|---|---|
| Coefficient of variation (CV) | 0.32780098 |
| Kurtosis | 1.538286 |
| Mean | 39.840659 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.84304093 |
| Sum | 14502 |
| Variance | 170.55856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41 | 32 | 8.7% |
| 39 | 31 | 8.5% |
| 31 | 30 | 8.2% |
| 35 | 24 | 6.6% |
| 30 | 23 | 6.3% |
| 46 | 23 | 6.3% |
| 33 | 19 | 5.2% |
| 43 | 18 | 4.9% |
| 48 | 18 | 4.9% |
| 50 | 16 | 4.4% |
| Other values (25) | 130 |
| Value | Count | Frequency (%) |
| 13 | 2 | 0.5% |
| 15 | 2 | 0.5% |
| 17 | 7 | 1.9% |
| 20 | 9 | 2.5% |
| 22 | 11 | 3.0% |
| 24 | 6 | 1.6% |
| 26 | 10 | 2.7% |
| 28 | 15 | |
| 30 | 23 | |
| 31 | 30 |
| Value | Count | Frequency (%) |
| 98 | 1 | 0.3% |
| 85 | 1 | 0.3% |
| 83 | 1 | 0.3% |
| 80 | 1 | 0.3% |
| 78 | 2 | 0.5% |
| 76 | 2 | 0.5% |
| 70 | 4 | |
| 69 | 1 | 0.3% |
| 67 | 1 | 0.3% |
| 65 | 6 |
WindDir9am
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 31 |
| Missing (%) | 8.5% |
| Memory size | 3.0 KiB |
| SE | |
|---|---|
| SSE | |
| NNW | |
| N | |
| NW | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2119403 |
| Min length | 1 |
Characters and Unicode
| Total characters | 741 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SW |
|---|---|
| 2nd row | E |
| 3rd row | N |
| 4th row | WNW |
| 5th row | SSE |
Common Values
| Value | Count | Frequency (%) |
| SE | 47 | |
| SSE | 40 | |
| NNW | 36 | |
| N | 31 | |
| NW | 30 | |
| ESE | 29 | |
| S | 27 | |
| E | 22 | |
| SSW | 17 | 4.6% |
| WNW | 16 | 4.4% |
| Other values (6) | 40 | |
| (Missing) | 31 |
Length
| Value | Count | Frequency (%) |
| se | 47 | |
| sse | 40 | |
| nnw | 36 | |
| n | 31 | |
| nw | 30 | |
| ese | 29 | |
| s | 27 | |
| e | 22 | |
| ssw | 17 | 5.1% |
| wnw | 16 | 4.8% |
| Other values (6) | 40 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 229 | |
| E | 195 | |
| N | 177 | |
| W | 140 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 741 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 229 | |
| E | 195 | |
| N | 177 | |
| W | 140 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 741 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 229 | |
| E | 195 | |
| N | 177 | |
| W | 140 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 741 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 229 | |
| E | 195 | |
| N | 177 | |
| W | 140 |
WindDir3pm
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Memory size | 3.0 KiB |
| NW | |
|---|---|
| WNW | |
| NNW | |
| N | |
| ESE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.2712329 |
| Min length | 1 |
Characters and Unicode
| Total characters | 829 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NW |
|---|---|
| 2nd row | W |
| 3rd row | NNE |
| 4th row | W |
| 5th row | ESE |
Common Values
| Value | Count | Frequency (%) |
| NW | 61 | |
| WNW | 61 | |
| NNW | 47 | |
| N | 30 | |
| ESE | 27 | |
| W | 26 | |
| E | 17 | 4.6% |
| NE | 15 | 4.1% |
| S | 14 | 3.8% |
| NNE | 14 | 3.8% |
| Other values (6) | 53 |
Length
| Value | Count | Frequency (%) |
| nw | 61 | |
| wnw | 61 | |
| nnw | 47 | |
| n | 30 | |
| ese | 27 | |
| w | 26 | |
| e | 17 | 4.7% |
| ne | 15 | 4.1% |
| s | 14 | 3.8% |
| nne | 14 | 3.8% |
| Other values (6) | 53 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 302 | |
| W | 288 | |
| E | 145 | |
| S | 94 | 11.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 829 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 302 | |
| W | 288 | |
| E | 145 | |
| S | 94 | 11.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 829 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 302 | |
| W | 288 | |
| E | 145 | |
| S | 94 | 11.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 829 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 302 | |
| W | 288 | |
| E | 145 | |
| S | 94 | 11.3% |
WindSpeed9am
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 22 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 7 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6518106 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 24 |
| Zeros (%) | 6.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 7 |
| Q3 | 13 |
| 95-th percentile | 28 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.951929 |
|---|---|
| Coefficient of variation (CV) | 0.82387951 |
| Kurtosis | 1.538881 |
| Mean | 9.6518106 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.3716119 |
| Sum | 3465 |
| Variance | 63.233174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 76 | |
| 7 | 53 | |
| 2 | 36 | |
| 9 | 29 | 7.9% |
| 4 | 26 | 7.1% |
| 0 | 24 | 6.6% |
| 11 | 19 | 5.2% |
| 13 | 17 | 4.6% |
| 20 | 14 | 3.8% |
| 15 | 13 | 3.6% |
| Other values (12) | 52 |
| Value | Count | Frequency (%) |
| 0 | 24 | 6.6% |
| 2 | 36 | |
| 4 | 26 | 7.1% |
| 6 | 76 | |
| 7 | 53 | |
| 9 | 29 | 7.9% |
| 11 | 19 | 5.2% |
| 13 | 17 | 4.6% |
| 15 | 13 | 3.6% |
| 17 | 8 | 2.2% |
| Value | Count | Frequency (%) |
| 41 | 1 | 0.3% |
| 39 | 1 | 0.3% |
| 35 | 1 | 0.3% |
| 33 | 1 | 0.3% |
| 31 | 6 | |
| 30 | 5 | |
| 28 | 4 | |
| 26 | 6 | |
| 24 | 7 | |
| 22 | 4 |
WindSpeed3pm
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.986339 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 17 |
| Q3 | 24 |
| 95-th percentile | 32.5 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.8569966 |
|---|---|
| Coefficient of variation (CV) | 0.4924291 |
| Kurtosis | 0.23339076 |
| Mean | 17.986339 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.59614971 |
| Sum | 6583 |
| Variance | 78.446388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 30 | 8.2% |
| 7 | 30 | 8.2% |
| 11 | 30 | 8.2% |
| 13 | 30 | 8.2% |
| 20 | 27 | 7.4% |
| 24 | 24 | 6.6% |
| 15 | 24 | 6.6% |
| 19 | 23 | 6.3% |
| 17 | 22 | 6.0% |
| 26 | 22 | 6.0% |
| Other values (16) | 104 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 2 | 1 | 0.3% |
| 4 | 2 | 0.5% |
| 6 | 19 | |
| 7 | 30 | |
| 9 | 30 | |
| 11 | 30 | |
| 13 | 30 | |
| 15 | 24 | |
| 17 | 22 |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.3% |
| 50 | 1 | 0.3% |
| 48 | 1 | 0.3% |
| 41 | 2 | 0.5% |
| 39 | 1 | 0.3% |
| 37 | 3 | 0.8% |
| 35 | 3 | 0.8% |
| 33 | 7 | |
| 31 | 8 | |
| 30 | 15 |
Humidity9am
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.035519 |
| Minimum | 36 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 47.25 |
| Q1 | 64 |
| median | 72 |
| Q3 | 81 |
| 95-th percentile | 94 |
| Maximum | 99 |
| Range | 63 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.137058 |
|---|---|
| Coefficient of variation (CV) | 0.18236917 |
| Kurtosis | -0.17668014 |
| Mean | 72.035519 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.1414572 |
| Sum | 26365 |
| Variance | 172.5823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69 | 19 | 5.2% |
| 74 | 17 | 4.6% |
| 70 | 16 | 4.4% |
| 76 | 14 | 3.8% |
| 82 | 12 | 3.3% |
| 80 | 12 | 3.3% |
| 60 | 12 | 3.3% |
| 68 | 11 | 3.0% |
| 73 | 11 | 3.0% |
| 81 | 11 | 3.0% |
| Other values (50) | 231 |
| Value | Count | Frequency (%) |
| 36 | 1 | 0.3% |
| 38 | 1 | 0.3% |
| 41 | 1 | 0.3% |
| 42 | 1 | 0.3% |
| 43 | 3 | |
| 44 | 5 | |
| 45 | 3 | |
| 46 | 1 | 0.3% |
| 47 | 3 | |
| 48 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 99 | 9 | |
| 97 | 3 | 0.8% |
| 96 | 1 | 0.3% |
| 95 | 4 | 1.1% |
| 94 | 3 | 0.8% |
| 93 | 4 | 1.1% |
| 92 | 10 | |
| 91 | 4 | 1.1% |
| 90 | 4 | 1.1% |
| 89 | 4 | 1.1% |
Humidity3pm
Real number (ℝ)
| Distinct | 74 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.519126 |
| Minimum | 13 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 32.25 |
| median | 43 |
| Q3 | 55 |
| 95-th percentile | 75.5 |
| Maximum | 96 |
| Range | 83 |
| Interquartile range (IQR) | 22.75 |
Descriptive statistics
| Standard deviation | 16.850947 |
|---|---|
| Coefficient of variation (CV) | 0.37851029 |
| Kurtosis | 0.04504458 |
| Mean | 44.519126 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.59473089 |
| Sum | 16294 |
| Variance | 283.95443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 15 | 4.1% |
| 48 | 13 | 3.6% |
| 49 | 11 | 3.0% |
| 42 | 11 | 3.0% |
| 35 | 11 | 3.0% |
| 44 | 11 | 3.0% |
| 25 | 10 | 2.7% |
| 43 | 10 | 2.7% |
| 51 | 10 | 2.7% |
| 40 | 10 | 2.7% |
| Other values (64) | 254 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.3% |
| 14 | 1 | 0.3% |
| 15 | 4 | |
| 16 | 3 | |
| 17 | 1 | 0.3% |
| 18 | 4 | |
| 20 | 6 | |
| 21 | 1 | 0.3% |
| 22 | 6 | |
| 23 | 4 |
| Value | Count | Frequency (%) |
| 96 | 1 | 0.3% |
| 94 | 1 | 0.3% |
| 93 | 1 | 0.3% |
| 90 | 1 | 0.3% |
| 88 | 1 | 0.3% |
| 87 | 1 | 0.3% |
| 86 | 3 | |
| 85 | 2 | |
| 82 | 1 | 0.3% |
| 80 | 1 | 0.3% |
Pressure9am
Real number (ℝ)
| Distinct | 190 |
|---|---|
| Distinct (%) | 51.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1019.709 |
| Minimum | 996.5 |
|---|---|
| Maximum | 1035.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 996.5 |
|---|---|
| 5-th percentile | 1007.9 |
| Q1 | 1015.35 |
| median | 1020.15 |
| Q3 | 1024.475 |
| 95-th percentile | 1029.975 |
| Maximum | 1035.7 |
| Range | 39.2 |
| Interquartile range (IQR) | 9.125 |
Descriptive statistics
| Standard deviation | 6.6862116 |
|---|---|
| Coefficient of variation (CV) | 0.00655698 |
| Kurtosis | -0.043636253 |
| Mean | 1019.709 |
| Median Absolute Deviation (MAD) | 4.45 |
| Skewness | -0.34859082 |
| Sum | 373213.5 |
| Variance | 44.705425 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1025.7 | 7 | 1.9% |
| 1023.2 | 6 | 1.6% |
| 1020.8 | 5 | 1.4% |
| 1018 | 5 | 1.4% |
| 1017.4 | 5 | 1.4% |
| 1024.4 | 5 | 1.4% |
| 1027.8 | 5 | 1.4% |
| 1019.7 | 4 | 1.1% |
| 1020.6 | 4 | 1.1% |
| 1016.8 | 4 | 1.1% |
| Other values (180) | 316 |
| Value | Count | Frequency (%) |
| 996.5 | 1 | |
| 999.4 | 1 | |
| 1002.1 | 1 | |
| 1003.2 | 1 | |
| 1004 | 1 | |
| 1004.9 | 1 | |
| 1005.1 | 1 | |
| 1005.5 | 1 | |
| 1006.3 | 2 | |
| 1006.6 | 1 |
| Value | Count | Frequency (%) |
| 1035.7 | 1 | |
| 1034.3 | 1 | |
| 1033.6 | 1 | |
| 1033.5 | 1 | |
| 1033.2 | 1 | |
| 1032.9 | 1 | |
| 1032.3 | 1 | |
| 1032.2 | 2 | |
| 1032.1 | 1 | |
| 1031.4 | 1 |
Pressure3pm
Real number (ℝ)
| Distinct | 193 |
|---|---|
| Distinct (%) | 52.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1016.8104 |
| Minimum | 996.8 |
|---|---|
| Maximum | 1033.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 996.8 |
|---|---|
| 5-th percentile | 1006.15 |
| Q1 | 1012.8 |
| median | 1017.4 |
| Q3 | 1021.475 |
| 95-th percentile | 1026.75 |
| Maximum | 1033.2 |
| Range | 36.4 |
| Interquartile range (IQR) | 8.675 |
Descriptive statistics
| Standard deviation | 6.4694224 |
|---|---|
| Coefficient of variation (CV) | 0.0063624669 |
| Kurtosis | -0.0030298162 |
| Mean | 1016.8104 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | -0.29524676 |
| Sum | 372152.6 |
| Variance | 41.853426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1019.3 | 7 | 1.9% |
| 1016.8 | 5 | 1.4% |
| 1019.2 | 5 | 1.4% |
| 1012.8 | 4 | 1.1% |
| 1022.1 | 4 | 1.1% |
| 1023.5 | 4 | 1.1% |
| 1019.1 | 4 | 1.1% |
| 1014.1 | 4 | 1.1% |
| 1014.3 | 4 | 1.1% |
| 1018.6 | 4 | 1.1% |
| Other values (183) | 321 |
| Value | Count | Frequency (%) |
| 996.8 | 1 | |
| 997.5 | 1 | |
| 997.7 | 1 | |
| 998.9 | 1 | |
| 1001.3 | 1 | |
| 1001.5 | 1 | |
| 1001.8 | 1 | |
| 1002.3 | 1 | |
| 1003 | 1 | |
| 1003.3 | 1 |
| Value | Count | Frequency (%) |
| 1033.2 | 1 | |
| 1031.9 | 1 | |
| 1031.7 | 1 | |
| 1031.1 | 1 | |
| 1030 | 1 | |
| 1029.6 | 1 | |
| 1028.9 | 2 | |
| 1028.7 | 1 | |
| 1028 | 1 | |
| 1027.9 | 1 |
Cloud9am
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8907104 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 33 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3.5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.9561306 |
|---|---|
| Coefficient of variation (CV) | 0.75979199 |
| Kurtosis | -1.7168408 |
| Mean | 3.8907104 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.080433261 |
| Sum | 1424 |
| Variance | 8.738708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 116 | |
| 7 | 86 | |
| 8 | 40 | 10.9% |
| 0 | 33 | 9.0% |
| 6 | 25 | 6.8% |
| 5 | 23 | 6.3% |
| 2 | 17 | 4.6% |
| 3 | 17 | 4.6% |
| 4 | 9 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 33 | 9.0% |
| 1 | 116 | |
| 2 | 17 | 4.6% |
| 3 | 17 | 4.6% |
| 4 | 9 | 2.5% |
| 5 | 23 | 6.3% |
| 6 | 25 | 6.8% |
| 7 | 86 | |
| 8 | 40 | 10.9% |
| Value | Count | Frequency (%) |
| 8 | 40 | 10.9% |
| 7 | 86 | |
| 6 | 25 | 6.8% |
| 5 | 23 | 6.3% |
| 4 | 9 | 2.5% |
| 3 | 17 | 4.6% |
| 2 | 17 | 4.6% |
| 1 | 116 | |
| 0 | 33 | 9.0% |
Cloud3pm
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0245902 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.6662676 |
|---|---|
| Coefficient of variation (CV) | 0.66249418 |
| Kurtosis | -1.6285323 |
| Mean | 4.0245902 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.072897527 |
| Sum | 1473 |
| Variance | 7.1089827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 109 | |
| 7 | 83 | |
| 2 | 35 | 9.6% |
| 6 | 33 | 9.0% |
| 8 | 28 | 7.7% |
| 5 | 27 | 7.4% |
| 3 | 24 | 6.6% |
| 4 | 21 | 5.7% |
| 0 | 6 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 6 | 1.6% |
| 1 | 109 | |
| 2 | 35 | 9.6% |
| 3 | 24 | 6.6% |
| 4 | 21 | 5.7% |
| 5 | 27 | 7.4% |
| 6 | 33 | 9.0% |
| 7 | 83 | |
| 8 | 28 | 7.7% |
| Value | Count | Frequency (%) |
| 8 | 28 | 7.7% |
| 7 | 83 | |
| 6 | 33 | 9.0% |
| 5 | 27 | 7.4% |
| 4 | 21 | 5.7% |
| 3 | 24 | 6.6% |
| 2 | 35 | 9.6% |
| 1 | 109 | |
| 0 | 6 | 1.6% |
Temp9am
Real number (ℝ)
| Distinct | 178 |
|---|---|
| Distinct (%) | 48.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.35847 |
| Minimum | 0.1 |
|---|---|
| Maximum | 24.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 3.525 |
| Q1 | 7.625 |
| median | 12.55 |
| Q3 | 17 |
| 95-th percentile | 21.375 |
| Maximum | 24.7 |
| Range | 24.6 |
| Interquartile range (IQR) | 9.375 |
Descriptive statistics
| Standard deviation | 5.6308321 |
|---|---|
| Coefficient of variation (CV) | 0.45562535 |
| Kurtosis | -0.95699809 |
| Mean | 12.35847 |
| Median Absolute Deviation (MAD) | 4.65 |
| Skewness | -0.021783278 |
| Sum | 4523.2 |
| Variance | 31.706271 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 6 | 1.6% |
| 7.9 | 6 | 1.6% |
| 5.5 | 6 | 1.6% |
| 17.4 | 5 | 1.4% |
| 17.5 | 5 | 1.4% |
| 6.2 | 5 | 1.4% |
| 15.3 | 5 | 1.4% |
| 6.5 | 5 | 1.4% |
| 15.8 | 5 | 1.4% |
| 15.7 | 4 | 1.1% |
| Other values (168) | 314 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.8 | 1 | |
| 1 | 1 | |
| 1.2 | 1 | |
| 1.3 | 1 | |
| 1.4 | 2 | |
| 1.8 | 1 | |
| 2.1 | 1 | |
| 2.4 | 1 | |
| 2.6 | 1 |
| Value | Count | Frequency (%) |
| 24.7 | 1 | |
| 24.5 | 1 | |
| 23.8 | 1 | |
| 23.6 | 1 | |
| 23.4 | 1 | |
| 23 | 2 | |
| 22.8 | 1 | |
| 22.5 | 1 | |
| 22.4 | 1 | |
| 22.2 | 2 |
Temp3pm
Real number (ℝ)
| Distinct | 200 |
|---|---|
| Distinct (%) | 54.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.230874 |
| Minimum | 5.1 |
|---|---|
| Maximum | 34.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 5.1 |
|---|---|
| 5-th percentile | 9.525 |
| Q1 | 14.15 |
| median | 18.55 |
| Q3 | 24 |
| 95-th percentile | 31.6 |
| Maximum | 34.5 |
| Range | 29.4 |
| Interquartile range (IQR) | 9.85 |
Descriptive statistics
| Standard deviation | 6.640346 |
|---|---|
| Coefficient of variation (CV) | 0.3452961 |
| Kurtosis | -0.66652448 |
| Mean | 19.230874 |
| Median Absolute Deviation (MAD) | 4.85 |
| Skewness | 0.30350966 |
| Sum | 7038.5 |
| Variance | 44.094195 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.1 | 5 | 1.4% |
| 16.3 | 5 | 1.4% |
| 14.5 | 4 | 1.1% |
| 30.7 | 4 | 1.1% |
| 18.6 | 4 | 1.1% |
| 12.3 | 4 | 1.1% |
| 13.9 | 4 | 1.1% |
| 18.8 | 4 | 1.1% |
| 16.6 | 4 | 1.1% |
| 20 | 4 | 1.1% |
| Other values (190) | 324 |
| Value | Count | Frequency (%) |
| 5.1 | 1 | |
| 5.7 | 1 | |
| 6.9 | 1 | |
| 7.1 | 1 | |
| 7.2 | 1 | |
| 7.3 | 1 | |
| 7.4 | 1 | |
| 7.8 | 1 | |
| 8 | 1 | |
| 8.1 | 1 |
| Value | Count | Frequency (%) |
| 34.5 | 1 | |
| 34.3 | 1 | |
| 34.1 | 1 | |
| 34 | 1 | |
| 33.6 | 1 | |
| 33.1 | 1 | |
| 32.8 | 1 | |
| 32.7 | 2 | |
| 32.3 | 1 | |
| 32.2 | 2 |
RainToday
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 494.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 300 | |
| True | 66 | 18.0% |
RISK_MM
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 47 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4284153 |
| Minimum | 0 |
|---|---|
| Maximum | 39.8 |
| Zeros | 263 |
| Zeros (%) | 71.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 8.8 |
| Maximum | 39.8 |
| Range | 39.8 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 4.2257996 |
|---|---|
| Coefficient of variation (CV) | 2.958383 |
| Kurtosis | 26.78095 |
| Mean | 1.4284153 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5901625 |
| Sum | 522.8 |
| Variance | 17.857382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 263 | |
| 0.2 | 17 | 4.6% |
| 0.6 | 6 | 1.6% |
| 0.4 | 5 | 1.4% |
| 0.8 | 5 | 1.4% |
| 1 | 4 | 1.1% |
| 3.4 | 3 | 0.8% |
| 2 | 3 | 0.8% |
| 1.8 | 3 | 0.8% |
| 1.2 | 3 | 0.8% |
| Other values (37) | 54 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 263 | |
| 0.2 | 17 | 4.6% |
| 0.4 | 5 | 1.4% |
| 0.6 | 6 | 1.6% |
| 0.8 | 5 | 1.4% |
| 1 | 4 | 1.1% |
| 1.2 | 3 | 0.8% |
| 1.4 | 2 | 0.5% |
| 1.6 | 2 | 0.5% |
| 1.8 | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 39.8 | 1 | |
| 25.8 | 1 | |
| 22.6 | 1 | |
| 19.8 | 1 | |
| 19.2 | 1 | |
| 18.8 | 1 | |
| 17.4 | 2 | |
| 16.8 | 1 | |
| 16.2 | 2 | |
| 14.4 | 1 |
RainTomorrow
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 494.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 300 | |
| True | 66 | 18.0% |
| MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustSpeed | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RISK_MM | WindGustDir | WindDir9am | WindDir3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MinTemp | 1.000 | 0.761 | 0.209 | 0.651 | 0.101 | 0.229 | 0.198 | -0.084 | -0.222 | -0.068 | -0.501 | -0.497 | 0.220 | 0.138 | 0.920 | 0.733 | 0.222 | 0.174 | 0.063 | 0.099 | 0.205 | 0.287 |
| MaxTemp | 0.761 | 1.000 | -0.121 | 0.710 | 0.476 | 0.120 | -0.146 | -0.198 | -0.338 | -0.539 | -0.309 | -0.390 | -0.167 | -0.105 | 0.878 | 0.991 | 0.009 | 0.132 | 0.090 | 0.068 | 0.000 | 0.094 |
| Rainfall | 0.209 | -0.121 | 1.000 | -0.104 | -0.229 | 0.152 | 0.224 | 0.099 | 0.235 | 0.387 | -0.364 | -0.285 | 0.300 | 0.177 | 0.046 | -0.132 | 0.253 | 0.000 | 0.000 | 0.120 | 0.746 | 0.169 |
| Evaporation | 0.651 | 0.710 | -0.104 | 1.000 | 0.400 | 0.321 | 0.123 | 0.038 | -0.546 | -0.444 | -0.402 | -0.416 | -0.132 | -0.099 | 0.720 | 0.693 | -0.001 | 0.137 | 0.000 | 0.000 | 0.000 | 0.000 |
| Sunshine | 0.101 | 0.476 | -0.229 | 0.400 | 1.000 | 0.105 | -0.088 | 0.023 | -0.522 | -0.734 | -0.032 | -0.068 | -0.697 | -0.647 | 0.277 | 0.493 | -0.446 | 0.070 | 0.000 | 0.063 | 0.157 | 0.379 |
| WindGustSpeed | 0.229 | 0.120 | 0.152 | 0.321 | 0.105 | 1.000 | 0.406 | 0.676 | -0.363 | -0.095 | -0.540 | -0.516 | 0.009 | 0.019 | 0.261 | 0.087 | 0.178 | 0.121 | 0.131 | 0.031 | 0.189 | 0.322 |
| WindSpeed9am | 0.198 | -0.146 | 0.224 | 0.123 | -0.088 | 0.406 | 1.000 | 0.354 | -0.280 | 0.198 | -0.283 | -0.183 | 0.189 | -0.011 | 0.118 | -0.169 | 0.062 | 0.089 | 0.150 | 0.109 | 0.264 | 0.142 |
| WindSpeed3pm | -0.084 | -0.198 | 0.099 | 0.038 | 0.023 | 0.676 | 0.354 | 1.000 | -0.231 | 0.018 | -0.356 | -0.322 | 0.007 | -0.002 | -0.048 | -0.218 | 0.005 | 0.153 | 0.139 | 0.124 | 0.051 | 0.188 |
| Humidity9am | -0.222 | -0.338 | 0.235 | -0.546 | -0.522 | -0.363 | -0.280 | -0.231 | 1.000 | 0.493 | 0.158 | 0.152 | 0.394 | 0.262 | -0.418 | -0.328 | 0.226 | 0.000 | 0.000 | 0.000 | 0.189 | 0.210 |
| Humidity3pm | -0.068 | -0.539 | 0.387 | -0.444 | -0.734 | -0.095 | 0.198 | 0.018 | 0.493 | 1.000 | -0.036 | 0.044 | 0.568 | 0.480 | -0.284 | -0.574 | 0.377 | 0.000 | 0.000 | 0.061 | 0.319 | 0.426 |
| Pressure9am | -0.501 | -0.309 | -0.364 | -0.402 | -0.032 | -0.540 | -0.283 | -0.356 | 0.158 | -0.036 | 1.000 | 0.970 | -0.163 | -0.145 | -0.472 | -0.283 | -0.328 | 0.102 | 0.139 | 0.090 | 0.332 | 0.346 |
| Pressure3pm | -0.497 | -0.390 | -0.285 | -0.416 | -0.068 | -0.516 | -0.183 | -0.322 | 0.152 | 0.044 | 0.970 | 1.000 | -0.134 | -0.149 | -0.504 | -0.367 | -0.354 | 0.124 | 0.111 | 0.110 | 0.264 | 0.366 |
| Cloud9am | 0.220 | -0.167 | 0.300 | -0.132 | -0.697 | 0.009 | 0.189 | 0.007 | 0.394 | 0.568 | -0.163 | -0.134 | 1.000 | 0.544 | 0.031 | -0.189 | 0.344 | 0.100 | 0.064 | 0.060 | 0.307 | 0.297 |
| Cloud3pm | 0.138 | -0.105 | 0.177 | -0.099 | -0.647 | 0.019 | -0.011 | -0.002 | 0.262 | 0.480 | -0.145 | -0.149 | 0.544 | 1.000 | 0.064 | -0.136 | 0.465 | 0.082 | 0.000 | 0.039 | 0.188 | 0.427 |
| Temp9am | 0.920 | 0.878 | 0.046 | 0.720 | 0.277 | 0.261 | 0.118 | -0.048 | -0.418 | -0.284 | -0.472 | -0.504 | 0.031 | 0.064 | 1.000 | 0.854 | 0.157 | 0.134 | 0.000 | 0.090 | 0.095 | 0.150 |
| Temp3pm | 0.733 | 0.991 | -0.132 | 0.693 | 0.493 | 0.087 | -0.169 | -0.218 | -0.328 | -0.574 | -0.283 | -0.367 | -0.189 | -0.136 | 0.854 | 1.000 | -0.019 | 0.136 | 0.000 | 0.092 | 0.000 | 0.109 |
| RISK_MM | 0.222 | 0.009 | 0.253 | -0.001 | -0.446 | 0.178 | 0.062 | 0.005 | 0.226 | 0.377 | -0.328 | -0.354 | 0.344 | 0.465 | 0.157 | -0.019 | 1.000 | 0.000 | 0.119 | 0.079 | 0.139 | 0.746 |
| WindGustDir | 0.174 | 0.132 | 0.000 | 0.137 | 0.070 | 0.121 | 0.089 | 0.153 | 0.000 | 0.000 | 0.102 | 0.124 | 0.100 | 0.082 | 0.134 | 0.136 | 0.000 | 1.000 | 0.140 | 0.283 | 0.082 | 0.179 |
| WindDir9am | 0.063 | 0.090 | 0.000 | 0.000 | 0.000 | 0.131 | 0.150 | 0.139 | 0.000 | 0.000 | 0.139 | 0.111 | 0.064 | 0.000 | 0.000 | 0.000 | 0.119 | 0.140 | 1.000 | 0.121 | 0.164 | 0.160 |
| WindDir3pm | 0.099 | 0.068 | 0.120 | 0.000 | 0.063 | 0.031 | 0.109 | 0.124 | 0.000 | 0.061 | 0.090 | 0.110 | 0.060 | 0.039 | 0.090 | 0.092 | 0.079 | 0.283 | 0.121 | 1.000 | 0.184 | 0.000 |
| RainToday | 0.205 | 0.000 | 0.746 | 0.000 | 0.157 | 0.189 | 0.264 | 0.051 | 0.189 | 0.319 | 0.332 | 0.264 | 0.307 | 0.188 | 0.095 | 0.000 | 0.139 | 0.082 | 0.164 | 0.184 | 1.000 | 0.150 |
| RainTomorrow | 0.287 | 0.094 | 0.169 | 0.000 | 0.379 | 0.322 | 0.142 | 0.188 | 0.210 | 0.426 | 0.346 | 0.366 | 0.297 | 0.427 | 0.150 | 0.109 | 0.746 | 0.179 | 0.160 | 0.000 | 0.150 | 1.000 |
| MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RISK_MM | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 8.0 | 24.3 | 0.0 | 3.4 | 6.3 | NW | 30.0 | SW | NW | 6.0 | 20 | 68 | 29 | 1019.7 | 1015.0 | 7 | 7 | 14.4 | 23.6 | No | 3.6 | Yes |
| 1 | 14.0 | 26.9 | 3.6 | 4.4 | 9.7 | ENE | 39.0 | E | W | 4.0 | 17 | 80 | 36 | 1012.4 | 1008.4 | 5 | 3 | 17.5 | 25.7 | Yes | 3.6 | Yes |
| 2 | 13.7 | 23.4 | 3.6 | 5.8 | 3.3 | NW | 85.0 | N | NNE | 6.0 | 6 | 82 | 69 | 1009.5 | 1007.2 | 8 | 7 | 15.4 | 20.2 | Yes | 39.8 | Yes |
| 3 | 13.3 | 15.5 | 39.8 | 7.2 | 9.1 | NW | 54.0 | WNW | W | 30.0 | 24 | 62 | 56 | 1005.5 | 1007.0 | 2 | 7 | 13.5 | 14.1 | Yes | 2.8 | Yes |
| 4 | 7.6 | 16.1 | 2.8 | 5.6 | 10.6 | SSE | 50.0 | SSE | ESE | 20.0 | 28 | 68 | 49 | 1018.3 | 1018.5 | 7 | 7 | 11.1 | 15.4 | Yes | 0.0 | No |
| 5 | 6.2 | 16.9 | 0.0 | 5.8 | 8.2 | SE | 44.0 | SE | E | 20.0 | 24 | 70 | 57 | 1023.8 | 1021.7 | 7 | 5 | 10.9 | 14.8 | No | 0.2 | No |
| 6 | 6.1 | 18.2 | 0.2 | 4.2 | 8.4 | SE | 43.0 | SE | ESE | 19.0 | 26 | 63 | 47 | 1024.6 | 1022.2 | 4 | 6 | 12.4 | 17.3 | No | 0.0 | No |
| 7 | 8.3 | 17.0 | 0.0 | 5.6 | 4.6 | E | 41.0 | SE | E | 11.0 | 24 | 65 | 57 | 1026.2 | 1024.2 | 6 | 7 | 12.1 | 15.5 | No | 0.0 | No |
| 8 | 8.8 | 19.5 | 0.0 | 4.0 | 4.1 | S | 48.0 | E | ENE | 19.0 | 17 | 70 | 48 | 1026.1 | 1022.7 | 7 | 7 | 14.1 | 18.9 | No | 16.2 | Yes |
| 9 | 8.4 | 22.8 | 16.2 | 5.4 | 7.7 | E | 31.0 | S | ESE | 7.0 | 6 | 82 | 32 | 1024.1 | 1020.7 | 7 | 1 | 13.3 | 21.7 | Yes | 0.0 | No |
| MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RISK_MM | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 356 | 3.4 | 15.0 | 0.8 | 4.8 | 11.7 | S | 70.0 | S | S | 35.0 | 37 | 43 | 24 | 1023.4 | 1023.1 | 1 | 5 | 8.3 | 14.3 | No | 0.0 | No |
| 357 | 3.2 | 18.0 | 0.0 | 7.4 | 12.2 | SSE | 48.0 | SSE | S | 26.0 | 15 | 47 | 25 | 1026.6 | 1022.8 | 1 | 2 | 9.1 | 16.3 | No | 0.0 | No |
| 358 | 0.9 | 20.7 | 0.0 | 5.4 | 8.4 | NNW | 39.0 | SSE | N | 2.0 | 17 | 71 | 29 | 1023.2 | 1018.4 | 3 | 8 | 9.4 | 19.1 | No | 0.0 | No |
| 359 | 3.3 | 25.5 | 0.0 | 5.2 | 10.8 | N | 43.0 | N | NNW | 4.0 | 19 | 57 | 16 | 1018.8 | 1014.6 | 0 | 3 | 12.0 | 24.8 | No | 0.0 | No |
| 360 | 7.9 | 26.1 | 0.0 | 6.8 | 3.5 | NNW | 43.0 | NaN | WNW | 0.0 | 19 | 45 | 20 | 1017.6 | 1014.2 | 5 | 8 | 16.3 | 25.9 | No | 0.0 | No |
| 361 | 9.0 | 30.7 | 0.0 | 7.6 | 12.1 | NNW | 76.0 | SSE | NW | 7.0 | 50 | 38 | 15 | 1016.1 | 1010.8 | 1 | 3 | 20.4 | 30.0 | No | 0.0 | No |
| 362 | 7.1 | 28.4 | 0.0 | 11.6 | 12.7 | N | 48.0 | NNW | NNW | 2.0 | 19 | 45 | 22 | 1020.0 | 1016.9 | 0 | 1 | 17.2 | 28.2 | No | 0.0 | No |
| 363 | 12.5 | 19.9 | 0.0 | 8.4 | 5.3 | ESE | 43.0 | ENE | ENE | 11.0 | 9 | 63 | 47 | 1024.0 | 1022.8 | 3 | 2 | 14.5 | 18.3 | No | 0.0 | No |
| 364 | 12.5 | 26.9 | 0.0 | 5.0 | 7.1 | NW | 46.0 | SSW | WNW | 6.0 | 28 | 69 | 39 | 1021.0 | 1016.2 | 6 | 7 | 15.8 | 25.9 | No | 0.0 | No |
| 365 | 12.3 | 30.2 | 0.0 | 6.0 | 12.6 | NW | 78.0 | NW | WNW | 31.0 | 35 | 43 | 13 | 1009.6 | 1009.2 | 1 | 1 | 23.8 | 28.6 | No | 0.0 | No |